conftrace_

neuro-symbolic learning

36 papers

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Also known as

NESY NSL

Co-occurring keywords

inductive logic programming (64) knowledge graph (1837) first-order logic (171) logical reasoning (310) neural network (6616) logical constraint (35) symbolic reasoning (189) symbolic knowledge (29) neuro-symbolic reasoning (74) constraint satisfaction (294)

Papers

Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning AAAI 2026
Learning to Parse and Reconstruct: Bidirectional Modeling of Question-to-Program Mapping AAAI 2026
Neuro-Symbolic Federated Learning over Heterogeneous Data-Views: A Structured Approach to Distributive EHR Modelling AAAI 2026
Neuro-Symbolic Agentic Reinforcement Learning for Long-Term Original Character Companionship and Interaction ACL 2026
Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning ACL 2026
Bilevel Learning for Bilevel Planning RSS 2025
Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python JMLR 2025
From End-to-end to Step-by-step: Learning to Abstract via Abductive Reinforcement Learning IJCAI 2025
The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic Knowledge NAACL 2025
Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees AAAI 2024
Accelerating UMR Adoption: Neuro-Symbolic Conversion from AMR-to-UMR with Low Supervision COLING 2024
A differentiable first-order rule learner for inductive logic programming (Abstract Reprint) IJCAI 2024
NeuPSL: Neural Probabilistic Soft Logic IJCAI 2023
Learning to Binarize Continuous Features for Neuro-Rule Networks IJCAI 2023
Neuro-Symbolic Learning of Answer Set Programs from Raw Data IJCAI 2023
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal ICML 2023
Semantic Strengthening of Neuro-Symbolic Learning AISTATS 2023
Enabling Knowledge Refinement upon New Concepts in Abductive Learning AAAI 2023
Neuro-symbolic Learning Yielding Logical Constraints NIPS 2023
Neuro-Symbolic Class Expression Learning IJCAI 2023
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming NIPS 2022
Learning Neuro-Symbolic Skills for Bilevel Planning CORL 2022
Semantic Probabilistic Layers for Neuro-Symbolic Learning NIPS 2022
Detect, Understand, Act: A Neuro-Symbolic Hierarchical Reinforcement Learning Framework (Extended Abstract) IJCAI 2022
Learning First-Order Rules with Differentiable Logic Program Semantics IJCAI 2022